Add spawner statistics and plots

.gitattributes

@@ -1,2 +1,3 @@
 *.jpg filter=lfs diff=lfs merge=lfs -text
 *.png filter=lfs diff=lfs merge=lfs -text
+*.pdf filter=lfs diff=lfs merge=lfs -text

soulcage_statistics/data.csv

@@ -0,0 +1,21 @@
+spawners,redstone,glowstone,sugar,sticks,bottles,gunpowder,eyes
+1,134,128,175,324,135,149,170
+2,313,339,333,575,339,322,279
+3,466,468,506,940,469,504,463
+4,627,620,599,1171,558,644,601
+5,773,710,791,1451,736,782,741
+6,768,815,800,1735,863,889,854
+7,976,890,963,2054,966,951,916
+8,997,977,1015,2102,1024,1071,1078
+9,1089,1053,1112,2137,1093,1057,1052
+10,1084,1052,1108,2226,1143,1128,1128
+11,1154,1152,1223,2342,1194,1150,1130
+12,1232,1188,1151,2236,1215,1190,1135
+13,1292,1232,1273,2432,1264,1273,1223
+14,1358,1308,1360,2536,1284,1350,1357
+15,1251,1356,1236,2742,1233,1334,1263
+16,1321,1395,1393,2768,1345,1440,1346
+17,1495,1379,1472,2764,1440,1456,1408
+18,1506,1496,1382,2829,1450,1528,1416
+19,1526,1314,1455,2988,1574,1453,1469
+20,1559,1602,1471,2942,1531,1577,1531

soulcage_statistics/main.jl

@@ -0,0 +1,80 @@
+using Plots
+using CSV
+using DataFrames
+
+df = CSV.read("data.csv", DataFrame)
+
+@. df.total = (df.redstone + df.glowstone + df.sugar + df.sticks + df.bottles + df.gunpowder + df.eyes)
+@. df.total_rate = df.total / 5
+
+scatter(
+    df.spawners,
+    df.total_rate,
+    title="Total items per minute",
+    label="Single drop tower",
+    xlabel="Spawners",
+    ylabel="Items per Minute",
+    ylim=(0, :auto),
+    xticks=[1, 4, 8, 12, 16, 20]
+)
+savefig("total.pdf")
+savefig("total.png")
+
+@. df.per_spawner = df.total_rate / df.spawners / 5
+
+scatter(
+    df.spawners,
+    df.per_spawner,
+    title="Items per minute per spawner",
+    label="Single drop tower",
+    xlabel="Spawners",
+    ylabel="Items per Minute",
+    ylim=(0, :auto),
+    xticks=[1, 4, 8, 12, 16, 20]
+)
+savefig("per_spawner.pdf")
+savefig("per_spawner.png")
+
+@. df.redstone_rate_per_spawner = df.redstone / df.spawners / 5
+@. df.glowstone_rate_per_spawner = df.glowstone / df.spawners / 5
+@. df.bottles_rate_per_spawner = df.bottles / df.spawners / 5
+@. df.sugar_rate_per_spawner = df.sugar / df.spawners / 5
+@. df.gunpowder_rate_per_spawner = df.gunpowder / df.spawners / 5
+@. df.sticks_rate_per_spawner = df.sticks / df.spawners / 5
+@. df.eyes_rate_per_spawner = df.eyes / df.spawners / 5
+
+scatter(
+    df.spawners,
+    [df.redstone_rate_per_spawner df.glowstone_rate_per_spawner df.bottles_rate_per_spawner df.sugar_rate_per_spawner df.gunpowder_rate_per_spawner df.sticks_rate_per_spawner df.eyes_rate_per_spawner],
+    title="Individual items per minute per spawner",
+    label=["Redstone" "Glowstone" "Bottles" "Sugar" "Gunpowder" "Sticks" "Eyes"],
+    xlabel="Spawners",
+    ylabel="Items per minute per spawner",
+    ylim=(0, :auto),
+    xticks=[1, 4, 8, 12, 16, 20]
+)
+
+savefig("individual_items_rates.pdf")
+savefig("individual_items_rates.png")
+
+@. df.redstone_ratio = df.redstone / df.total * 100
+@. df.glowstone_ratio = df.glowstone / df.total * 100
+@. df.bottles_ratio = df.bottles / df.total * 100
+@. df.sugar_ratio = df.sugar / df.total * 100
+@. df.gunpowder_ratio = df.gunpowder / df.total * 100
+@. df.sticks_ratio = df.sticks / df.total * 100
+@. df.eyes_ratio = df.eyes / df.total * 100
+
+scatter(
+    df.spawners,
+    [df.redstone_ratio df.glowstone_ratio df.bottles_ratio df.sugar_ratio df.gunpowder_ratio df.sticks_ratio df.eyes_ratio],
+    title="Item share",
+    label=["Redstone" "Glowstone" "Bottles" "Sugar" "Gunpowder" "Sticks" "Eyes"],
+    xlabel="Spawners",
+    ylabel="Percentage",
+    ylim=(0, :auto),
+    xticks=[1, 4, 8, 12, 16, 20]
+)
+
+savefig("item_ratios.pdf")
+savefig("item_ratios.png")